PeterWang512/GANSketching
A research system that customizes pre-trained GANs to match hand-drawn sketches, preserving color and texture while altering shape and pose.
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This project presents a method for customizing pre-trained GAN models using one or a few hand-drawn sketches as input. The system modifies the GAN to match the sketch while preserving other visual attributes like color, texture, and background. Released code includes training, evaluation, and pre-trained model weights for customizing GANs on various object categories.
Frequently asked
- What is PeterWang512/GANSketching?
- A research system that customizes pre-trained GANs to match hand-drawn sketches, preserving color and texture while altering shape and pose.
- Is GANSketching open source?
- Yes — PeterWang512/GANSketching is open source, released under the MIT license.
- What language is GANSketching written in?
- PeterWang512/GANSketching is primarily written in Python.
- How popular is GANSketching?
- PeterWang512/GANSketching has 708 stars on GitHub.
- Where can I find GANSketching?
- PeterWang512/GANSketching is on GitHub at https://github.com/PeterWang512/GANSketching.